Session 1 – Reasoning & Learning (20 min for each presentation)

19 Oct 2019, 13:30pm – 14:30pm, Room Furong, Session Chair: Koichi Moriyama 

Title: Running Reinforcement Learning Agents on GPU for Many Simulations of Two-Person Simultaneous Games
Author: Koichi Moriyama, Yoshiya Kurogi, Atsuko Mutoh, Tohgoroh Matsui and Nobuhiro Inuzuka

Title: Reinforcement Learning with an Extended Classifier System in Zero-sum Markov Games
Author: Chang Wang, Hao Chen, Chao Yan and Xiaojia Xiang

Title: Comfortable Driving by Using Deep Inverse Reinforcement Learning
Author: Daiko Kishikawa and Sachiyo Arai


Session 2 – Coordination (20 min for each presentation)

19 Oct 2019, 14:30pm – 15:30pm, Room Furong, Session Chair: Budhitama Subagdja

Title: Cooperative Behavior by Multi-agent Reinforcement Learning with Abstractive Communication
Author: Jin Tanda, Ahmed Moustafa and Takayuki Ito

Title: Efficient and Robust Emergence of Conventions through Learning and Staying
Author: Wei Liu, Shuyue Hu, Jiamou Liu, Wu Chen, Siyuan Chen and Yong Yu

Title: Multi-Agent Collaborative Exploration through Graph-based Deep Reinforcement Learning
Author: Tianze Luo, Budhitama Subagdja, Di Wang and Ah-Hwee Tan


Session 3 – Crowd Intelligence and Social Network (20 min for each presentation)

19 Oct 2019, 17:00pm – 18:00pm, Room Furong, Session Chair: Naoki Fukuta

Title: An Analysis of Threads with No Responses in Online Asynchronous Discussions
Author: Takashi Nakazawa and Tomoyuki Tatsumi

Title: On Design and Implementation a Federated Chat Service Framework in Social Network Applications
Author: Shi-Cho Cha, Zhuo-Xun Li, Chuan-Yen Fan, Mila Tsai, Che-Yu Li and Tzu-Chia Huang

Title: Maximizing Social Welfare in Fractional Hedonic Games using Shapley Value
Author: Siyuan Chen, Wei Liu, Jiamou Liu, Khí-Uí Soo and Wu Chen


Session 4 – Mechanism Design (15 min for each presentation)

20 Oct 2019, 13:30pm – 14:30pm, Room Furong, Session Chair: Szu-Hao Huang

Title: Dynamic Pricing Method to Maximize Utilization of One-way Car Sharing Service
Author: Toya Kamatani, Yusuke Nakata and Sachiyo Arai

Title: Forecasting Interaction of Exchange Rates Between Fiat Currencies and Cryptocurrencies Based on Deep Relation Networks
Author: Chiao-Ting Chen, Lin-Kuan Chiang, Yi-Cheng Huang and Szu-Hao Huang

Title: A Synonym Extraction Method Based on Intimacy
Author: Ru Wang, Wei Pan, Jinghui Ma and Hangxing Wang

Title: Modeling Multi-objectivization Mechanism in Multi-agent Domain
Author: Kousuke Nishi and Sachiyo Arai


Session 5 – Agent Application (15 min for each presentation)

20 Oct 2019, 16:00pm – 17:00pm, Room Furong, Session Chair: Takahiro Uchiya

Title: Development of Wide Area Distributed Backup System by Using Agent Framework DASH
Author: Yafei Zhou, Takahiro Uchiya and Somayya Madakam

Title: Photo Cropping via Deep Reinforcement Learning
Author: Yaqing Zhang, Xueming Li and Xuewei Li

Title: Deep Learning in Model Risk Neutral Distribution for Option Pricing
Author: Chin Chou, Jhih-Chen Liu, Chiao-Ting Chen and Szu-Hao Huang

Title: End-to-end Deep Reinforcement Learning for Multi-agent Collaborative Exploration
Author: Zichen Chen, Budhitama Subagdja and Ah-Hwee Tan


IEEE ICA’19 paper to be presented in joint sessions:

ICAA-Session 2: AI Empowered Healthcare I (15 min for each presentation)

20 Oct 2019, 14:30pm – 15:30pm, Room Furong, Session Chair: Di Wang

Title: Diabetic Retinopathy Classification Using an Efficient Convolutional Neural Network
Author: Jiaxi Gao, Cyril Leung and Chunyan Miao


ICAA-Session 3: AI Empowered Healthcare II (15 min for each presentation)

20 Oct 2019, 17:00pm – 18:00pm, Room Furong, Session Chair: Xinjia Yu

Title: Goal-Oriented Modelling for Virtual Assistants
Author: Jonathan Leung, Zhiqi Shen and Chunyan Miao


Poster Session

19 Oct 2019, 15:30pm – 16:00pm & 20 Oct 2019, 15:30pm – 16:00pm 

Title: A Robo-Advisor Design using Multi-objective RankNets with Gated Network Structure
Author: Pei-Ying Wang, Chun-Shou Liu, Yao-Chun Yang and Szu-Hao Huang